Platform reliability
Practical reliability strategy, error budgets, and observability to keep critical services stable.
NullorNaN Systems LLC
Infrastructure as a Product. Reliability as a Standard.
NullorNaN Systems helps teams identify where infrastructure, operations, and escalation paths break under pressure, then turns those weak points into repeatable systems.
Selective advisory practice
Focused advisory for teams building resilient infrastructure, observability, and operational practice.
Practical reliability strategy, error budgets, and observability to keep critical services stable.
Senior Linux and open-source systems expertise for platform consistency and secure operations.
Clear escalation, signal discipline, and incident response that reduces noise and restores confidence.
Repeatable tooling, infrastructure as code, and operational hygiene for durable systems.
Systems designed for audit-ready controls, evidence collection, and regulated operating environments.
Practical oversight for model usage, API spend, and centralized cost control in AI platforms.
Engagements reduce friction, align technical execution with risk, and make operational behavior more legible to leadership and engineering alike.
Remove process friction and clarify execution across engineering, platform, and operations teams.
Structure incident ownership, handoffs, and response patterns with less ambiguity.
Target the systems most likely to degrade under load, change, or operational pressure.
Focus technical work on service continuity, compliance, cost discipline, and operational risk.
Selected outcomes shared without naming clients, written to stay credible with both senior leadership and technical operators.
Reduced AI/API spend through centralized model governance, access controls, and executive-aligned usage policy.
Led reliability coordination across infrastructure, database, security, and cloud functions where ownership boundaries were unclear.
Supported regulated environments with audit, compliance, and operational evidence requirements.
Improved incident response through clearer ownership, escalation paths, and stronger signal quality.
Engagements are limited and selected based on fit, urgency, and impact.
Ongoing senior advisory support for platform and operations leadership.
Targeted assessments that identify pressure points and practical next steps.
Focused reviews of architecture, monitoring, runbooks, and operational practice.
Interim technical guidance for teams without dedicated infrastructure leadership.